DP-203 Test Sample Questions & DP-203 Exam Questions
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To prepare for the Microsoft DP-203 exam, there are various resources available online, such as study guides, practice exams, and training courses. Microsoft also offers official training courses that cover all the topics included in the exam. These courses are delivered by certified instructors and provide hands-on experience with Azure tools and services, making it easier for candidates to prepare for the exam.
One of the key benefits of the DP-203 Exam is that it is recognized by Microsoft as a valid certification for data engineers who work with Azure. This means that individuals who pass the exam can demonstrate to potential employers that they have the skills and knowledge needed to be successful in this role. Additionally, Microsoft Azure is one of the most widely used cloud platforms in the world, so having a certification in this area can open up new career opportunities.
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Free PDF Quiz Microsoft - Trustable DP-203 - Data Engineering on Microsoft Azure Test Sample Questions
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Microsoft Data Engineering on Microsoft Azure Sample Questions (Q265-Q270):
NEW QUESTION # 265
You have an Azure Data Lake Storage Gen2 account that contains a JSON file for customers. The file contains two attributes named FirstName and LastName.
You need to copy the data from the JSON file to an Azure Synapse Analytics table by using Azure Databricks.
A new column must be created that concatenates the FirstName and LastName values.
You create the following components:
A destination table in Azure Synapse
An Azure Blob storage container
A service principal
In which order should you perform the actions? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation
Table Description automatically generated
Step 1: Mount the Data Lake Storage onto DBFS
Begin with creating a file system in the Azure Data Lake Storage Gen2 account.
Step 2: Read the file into a data frame.
You can load the json files as a data frame in Azure Databricks.
Step 3: Perform transformations on the data frame.
Step 4: Specify a temporary folder to stage the data
Specify a temporary folder to use while moving data between Azure Databricks and Azure Synapse.
Step 5: Write the results to a table in Azure Synapse.
You upload the transformed data frame into Azure Synapse. You use the Azure Synapse connector for Azure Databricks to directly upload a dataframe as a table in a Azure Synapse.
Reference:
https://docs.microsoft.com/en-us/azure/azure-databricks/databricks-extract-load-sql-data-warehouse
NEW QUESTION # 266
Which Azure Data Factory components should you recommend using together to import the daily inventory data from the SQL server to Azure Data Lake Storage? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 267
You need to create an Azure Data Factory pipeline to process data for the following three departments at your company: Ecommerce, retail, and wholesale. The solution must ensure that data can also be processed for the entire company.
How should you complete the Data Factory data flow script? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/data-flow-conditional-split
NEW QUESTION # 268
You are designing an Azure Databricks interactive cluster. The cluster will be used infrequently and will be configured for auto-termination.
You need to ensure that the cluster configuration is retained indefinitely after the cluster is terminated. The solution must minimize costs.
What should you do?
Answer: C
Explanation:
Explanation
To keep an interactive cluster configuration even after it has been terminated for more than 30 days, an administrator can pin a cluster to the cluster list.
References:
https://docs.azuredatabricks.net/clusters/clusters-manage.html#automatic-termination
NEW QUESTION # 269
you have a project in Azure DevOps that contains a repository named Repo1. Repo1 contains a branch named main.
You create a new Azure Synapse workspace named Workspace1.
You need to create data processing pipelines in Workspace1. The solution must meet the following requirements:
* Pipeline artifacts must be stored in Repo1.
* Source control must be provided for pipeline artifacts.
* All development must be performed in a feature branch.
which four actions should you perform in sequence in Synapse Studio? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation:
NEW QUESTION # 270
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